Automatic airway segmentation from Computed Tomography using robust and
efficient 3-D convolutional neural networks

v1v2 (latest)

Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks

Scientific Reports (Sci Rep), 2021

30 March 2021

Antonio Garcia-Uceda Juarez

M. de Bruijne

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Papers citing "Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks"

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Title
Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation R. Zhao Zuopeng Tan Xiao Xue Longfei Zhao Bing Li ... Ran Xiao Sirong Piao Rui Zhao Qiqi Xu Wei Song 214 0 0 20 May 2025
Boundary-Emphasized Weight Maps for Distal Airway Segmentation Ali Keshavarzi Elsa Angelini 176 0 0 28 Feb 2025
Few-Shot Airway-Tree Modeling using Data-Driven Sparse Priors Ali Keshavarzi Elsa Angelini 90 0 0 05 Jul 2024
AeroPath: An airway segmentation benchmark dataset with challenging pathologyPLoS ONE (PLoS ONE), 2023 Karen H Støverud D. Bouget André Pedersen H. O. Leira T. Langø E. F. Hofstad 157 12 0 02 Nov 2023
A data-centric deep learning approach to airway segmentationJournal of Big Data (J Big Data), 2023 W. K. Cheung A. Pakzad N. Mogulkoc S. Needleman B. Rangelov ... S. Janes Yipeng Hu Daniel C. Alexander J. Hurst Joseph Jacob 167 10 0 29 Jul 2023
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a DatasetInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Ziqiao Weng Jiancheng Yang Dongnan Liu Weidong (Tom) Cai 149 5 0 12 Jun 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation Minghui Zhang Yang Wu Hanxiao Zhang Yulei Qin Hao Zheng ... Raúl San José Estépar C. Espinosa Jiayuan Sun Guang-Zhong Yang Yun Gu 161 12 0 10 Mar 2023
Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networksPLoS ONE (PLoS ONE), 2023 Josh Williams Haavard Ahlqvist Alexander Cunningham Andrew Kirby I. Katz J. Fleming J. Conway Steve Cunningham A. Ozel U. Wolfram 96 7 0 02 Mar 2023
A CT-Based Airway Segmentation Using U $^2$ -net Trained by the Dice Loss Function Kunpeng Wang Yuexi Dong Yunpu Zeng Zhichun Ye Yang Wang 75 0 0 22 Sep 2022
Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation Shuai Chen Antonio Garcia Uceda Jiahang Su Gijs van Tulder L. Wolff T. van Walsum Marleen de Bruijne MedIm 240 5 0 14 Sep 2022
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway SegmentationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yang Nan Javier Del Ser Zeyu Tang Pen Tang Xiaodan Xing D. C. Marshall Francisco Herrera Witold Pedrycz Simon Walsh Guang Yang 163 45 0 05 Sep 2022
Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks Shaofeng Yuan MedIm 97 2 0 12 Aug 2022
Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives Hao Li Zeyu Tang Yang Nan Guang Yang 153 37 0 12 Jul 2022
NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline Andong Wang T. Tam Howard Poon K. Yu Wei-Ning Lee 106 34 0 08 Mar 2022
LTSP: Long-Term Slice Propagation for Accurate Airway SegmentationInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022 Yang Wu Minghui Zhang Weihao Yu Hao Zheng Jiasheng Xu Yun Gu 71 15 0 13 Feb 2022